Machine Heart

Aug 21, 2026 · Artificial Intelligence

Paper Generator Detects 92% Fake Conclusions, Automates Experiments and Figures

Spark‑to‑Paper is an end‑to‑end research‑paper generation pipeline built from 13 composable skills that runs on existing coding assistants, automatically handling literature search, experiment design and execution, writing, evidence‑driven revision, and editable figure creation, achieving 99.5% citation validity, 96.4% editable graphics and 92% fake‑conclusion detection at a cost of $8.1 and 3.2 hours per paper.